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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4721–4730 of 4740 papers

Title	Date	Tasks	Status	Hype
A Comparative Study of Feature Types for Age-Based Text Classification	Sep 24, 2020	General ClassificationInformation Retrieval	CodeCode Available	0
A Resource-Light Method for Cross-Lingual Semantic Textual Similarity	Jan 19, 2018	Cross-Lingual Information RetrievalCross-Lingual Semantic Textual Similarity	CodeCode Available	0
SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval	Dec 12, 2019	Information RetrievalLearning-To-Rank	CodeCode Available	0
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories	Oct 1, 2022	Information RetrievalRetrieval	CodeCode Available	0
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information Retrieval	Oct 10, 2022	Cross-Modal Information RetrievalImage Description	CodeCode Available	0
Cross-lingual Information Retrieval with BERT	Apr 24, 2020	Cross-Lingual Information RetrievalDocument Ranking	CodeCode Available	0
LT Expertfinder: An Evaluation Framework for Expert Finding Methods	Jun 1, 2019	Information RetrievalRetrieval	CodeCode Available	0
Luandri: a Clean Lua Interface to the Indri Search Engine	Feb 16, 2017	Information RetrievalRetrieval	CodeCode Available	0
Cross-Lingual Document Retrieval with Smooth Learning	Nov 2, 2020	Information RetrievalRetrieval	CodeCode Available	0
Automatic Signboard Detection and Localization in Densely Populated Developing Cities	Mar 4, 2020	Information RetrievalNovel Object Detection	CodeCode Available	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified